Package: dlsem
Type: Package
Title: Distributed-Lag Linear Structural Equation Models
Version: 2.4.6
Date: 2020-03-23
Author: Alessandro Magrini
Maintainer: Alessandro Magrini <alessandro.magrini@unifi.it>
Description: Inference functionalities for distributed-lag linear structural equation models (DLSEMs). DLSEMs are Markovian structural causal models where each factor of the joint probability distribution is a distributed-lag linear regression with constrained lag shapes (Magrini, 2018 <doi:10.2478/bile-2018-0012>; Magrini et al., 2019 <doi:10.1007/s11135-019-00855-z>). DLSEMs account for temporal delays in the dependence relationships among the variables through a single parameter per covariate, thus allowing to perform dynamic causal inference in a feasible fashion. Endpoint-constrained quadratic, quadratic decreasing, linearly decreasing and gamma lag shapes are available.
Depends: R (>= 3.5.0), graph, Rgraphviz
Imports: methods
License: GPL-2
NeedsCompilation: no
Packaged: 2020-04-16 15:45:35 UTC; Alessandro
Repository: CRAN
Date/Publication: 2020-04-16 16:10:11 UTC
Built: R 4.6.0; ; 2026-04-25 10:48:06 UTC; unix
